The AI Startup Reckoning: Why 99% Will Fail by 2026, and What the Survivors Do Differently

PostgreSQL's query planner is highly sophisticated, but its automatic management of prepared statement plans can lead to performance regressions in specific scenarios, particularly with skewed data distributions. This article explores the mechanisms behind this behavior and offers solutions.

Managing background threads in C++ classes, particularly with RAII and the Rule of Zero, presents subtle challenges. Relying solely on declaration order for resource cleanup can lead to fragile code and undefined behavior, especially when threads access shared member data.

A programmer's reliance on AI as a proxy for actual coding and understanding can significantly degrade code quality, complicate code reviews, and undermine team learning. This situation presents a unique challenge where the expected benefits of artificial intelligence in software development are overshadowed by a lack of genuine engagement from the human team member.